{ "dataset": "Municorn water loss index — published distributions", "url": "https://municorn.us/water-loss/distributions/", "license": "CC-BY-4.0", "licenseUrl": "https://creativecommons.org/licenses/by/4.0/", "attribution": "Municorn.us — Municorn water loss index", "citeAs": "Municorn.us, \"Municorn water loss index — published distributions\", https://municorn.us/water-loss/distributions/.", "comparabilityCaveat": "\"Water loss\" is at least three different quantities depending on the jurisdiction. Texas, California and Georgia collect a component water balance and non-revenue water is computed from it; Massachusetts publishes unaccounted-for water as a percentage and collects no component balance. These rows are comparable WITHIN a state and are not comparable BETWEEN states. Nothing here supports a cross-state ranking.", "notModelled": "Every figure is filed by the utility or computed from filed figures. No filing here passes or fails a water balance check and no source supports one. `median_defaulted_pct` is the share of reported apparent loss that is a regulator default rather than a measurement, which only Texas flags.", "scopes": { "state": "one row per state", "county": "one row per county within a state", "size_band": "one row per connection-count band within a state" }, "unitOfObservation": "a population of water systems, never an individual system. Per-system figures are published on each system's own page under https://municorn.us/water-loss/ and are not distributed as a file.", "standards": { "MA": "10% unaccounted-for water, set by MassDEP" }, "generated": "2026-09-08", "count": 406, "rows": [ { "scope": "state", "state": "TX", "group": "Texas", "systems": 2706, "filings": 9744, "first_year": 2015, "last_year": 2024, "latest_year": 2024, "systems_with_a_latest_figure": 909, "median_loss_pct": 17.9, "p25_loss_pct": 10.92, "p75_loss_pct": 29.91, "p90_loss_pct": 43.97, "max_loss_pct": 96.29, "standard_pct": null, "systems_over_standard_latest": null, "filings_reporting_apparent_loss": 9744, "median_defaulted_pct": 14.37, "filings_mostly_defaulted": 1329, "regulator": "Texas Water Development Board", "retrieved": "2026-08-11" }, { "scope": "county", "state": "TX", "group": "ANDERSON", "systems": 12, "filings": 41, "first_year": 2015, "last_year": 2024, "latest_year": 2024, "systems_with_a_latest_figure": 3, "median_loss_pct": 24.75, "p25_loss_pct": 22.52, "p75_loss_pct": 28.25, "p90_loss_pct": 28.25, "max_loss_pct": 28.25, "standard_pct": null, "systems_over_standard_latest": null, "filings_reporting_apparent_loss": 41, "median_defaulted_pct": 8.68, "filings_mostly_defaulted": 4, "regulator": "Texas Water Development Board", "retrieved": "2026-08-11" }, { "scope": "county", "state": "TX", "group": "ANDREWS", "systems": 1, "filings": 4, "first_year": 2015, "last_year": 2022, "latest_year": 2022, "systems_with_a_latest_figure": 1, "median_loss_pct": 7.2, "p25_loss_pct": 7.2, "p75_loss_pct": 7.2, "p90_loss_pct": 7.2, "max_loss_pct": 7.2, "standard_pct": null, "systems_over_standard_latest": null, "filings_reporting_apparent_loss": 4, "median_defaulted_pct": 11.74, "filings_mostly_defaulted": 0, "regulator": "Texas Water Development Board", "retrieved": "2026-08-11" }, { "scope": "county", "state": "TX", "group": "ANGELINA", "systems": 14, "filings": 50, "first_year": 2015, "last_year": 2024, "latest_year": 2024, "systems_with_a_latest_figure": 5, "median_loss_pct": 26.07, "p25_loss_pct": 12.75, "p75_loss_pct": 26.79, "p90_loss_pct": 27.67, "max_loss_pct": 27.67, "standard_pct": null, "systems_over_standard_latest": null, "filings_reporting_apparent_loss": 50, "median_defaulted_pct": 13.92, "filings_mostly_defaulted": 2, "regulator": "Texas Water Development Board", "retrieved": "2026-08-11" }, { "scope": "county", "state": "TX", "group": "ARANSAS", "systems": 6, "filings": 31, "first_year": 2015, "last_year": 2024, "latest_year": 2024, "systems_with_a_latest_figure": 3, "median_loss_pct": 18.1, "p25_loss_pct": 2.48, "p75_loss_pct": 23.99, "p90_loss_pct": 23.99, "max_loss_pct": 23.99, "standard_pct": null, "systems_over_standard_latest": null, "filings_reporting_apparent_loss": 31, "median_defaulted_pct": 20.74, "filings_mostly_defaulted": 2, "regulator": "Texas Water Development Board", "retrieved": "2026-08-11" }, { "scope": "county", "state": "TX", "group": "ARCHER", "systems": 5, "filings": 11, "first_year": 2015, "last_year": 2024, "latest_year": 2024, "systems_with_a_latest_figure": 2, "median_loss_pct": 15.12, "p25_loss_pct": 10.95, "p75_loss_pct": 15.12, "p90_loss_pct": 15.12, "max_loss_pct": 15.12, "standard_pct": null, "systems_over_standard_latest": null, "filings_reporting_apparent_loss": 11, "median_defaulted_pct": 11.62, "filings_mostly_defaulted": 0, "regulator": "Texas Water Development Board", "retrieved": "2026-08-11" }, { "scope": "county", "state": "TX", "group": "ARMSTRONG", "systems": 2, "filings": 5, "first_year": 2015, "last_year": 2024, "latest_year": 2024, "systems_with_a_latest_figure": 1, "median_loss_pct": 20.41, "p25_loss_pct": 20.41, "p75_loss_pct": 20.41, "p90_loss_pct": 20.41, "max_loss_pct": 20.41, "standard_pct": null, "systems_over_standard_latest": null, "filings_reporting_apparent_loss": 5, "median_defaulted_pct": 8.68, "filings_mostly_defaulted": 0, "regulator": "Texas Water Development Board", "retrieved": "2026-08-11" }, { 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